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ICML
2008
IEEE
16 years 2 months ago
A unified architecture for natural language processing: deep neural networks with multitask learning
We describe a single convolutional neural network architecture that, given a sentence, outputs a host of language processing predictions: part-of-speech tags, chunks, named entity...
Ronan Collobert, Jason Weston
LREC
2008
134views Education» more  LREC 2008»
15 years 3 months ago
Evaluation of Lexical Resources and Semantic Networks on a Corpus of Mental Associations
When a user cannot find a word, he may think of semantically related words that could be used into an automatic process to help him. This paper presents an evaluation of lexical r...
Laurianne Sitbon, Patrice Bellot, Philippe Blache
SIGLEX
1991
15 years 5 months ago
Acquiring and Representing Semantic Information in a Lexical Knowledge Base
The paper focuses on the description of the approach, taken within the ESPRIT BRA project ACQUILEX, towards: i) acquisition of semantic information from several machine- readable ...
Nicoletta Calzolari
LREC
2008
114views Education» more  LREC 2008»
15 years 3 months ago
A Bottom-up Comparative Study of EuroWordNet and WordNet 3.0 Lexical and Semantic Relations
The paper presents a comparative study of semantic and lexical relations defined and adopted in WordNet and EuroWordNet. This document describes the experimental observations achi...
Maria Teresa Pazienza, Armando Stellato, Alexandra...
COLING
2008
15 years 3 months ago
An Algorithm for Adverbial Aspect Shift
The paper offers a new type of approach to the semantic phenomenon of adverbial aspect shift within the framework of finitestate temporal semantics. The heart of the proposal is a...
Sabine Gründer